{"id":"W4362635161","doi":"10.1021/acsbiomaterials.2c01460","title":"Easy-to-Build and Reusable Microfluidic Device for the Dynamic Culture of Human Bronchial Cystic Fibrosis Epithelia","year":2023,"lang":"en","type":"article","venue":"ACS Biomaterials Science & Engineering","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, Università degli Studi di Napoli Federico II; Istituto Italiano di Tecnologia; Fondazione per la Ricerca sulla Fibrosi Cistica; Università degli Studi di Napoli Federico II","keywords":"Cystic fibrosis; Cystic fibrosis transmembrane conductance regulator; Mucus; Microfluidics; Epithelium; Cilium; Mucociliary clearance; In vitro; Respiratory epithelium; Cell biology; Nanotechnology; Biomedical engineering; Pathology; Chemistry; Biophysics; Materials science; Biology; Medicine; Lung; Internal medicine; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550445,0.0001937419,0.0002412403,0.000321444,0.0002508935,0.0001809927,0.0008096515,0.00008755269,0.000009263489],"category_scores_gemma":[0.0007526631,0.0001487775,0.00003944085,0.00138001,0.0002619187,0.0001606807,0.0003333474,0.00006217828,0.00002621614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008441483,"about_ca_system_score_gemma":0.00003131289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004473229,"about_ca_topic_score_gemma":0.000002015966,"domain_scores_codex":[0.9982171,0.00001353719,0.0003386313,0.0003200451,0.0004186693,0.000692009],"domain_scores_gemma":[0.999064,0.0002553408,0.00003318031,0.0003799918,0.00008753544,0.0001798984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000004223889,0.000003434117,0.00004516349,0.0002102734,0.00001317201,9.740706e-7,0.0002696712,0.001923486,0.9964839,0.0001099655,0.0005006774,0.000435061],"study_design_scores_gemma":[0.0001596984,0.00006873422,0.006167681,0.0001583758,0.00001402147,0.000005120024,0.00004329907,0.01672978,0.9736799,0.00005573019,0.002729928,0.0001877086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937535,0.0005708784,0.003948248,0.0001190264,0.0007138966,0.0004481016,0.0000653514,0.0003662987,0.0000146933],"genre_scores_gemma":[0.9962303,0.0001789923,0.003302407,0.00001607761,0.00009671765,0.000087496,0.000008777408,0.00004302895,0.00003622551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02280397,"threshold_uncertainty_score":0.6066971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414118818521316,"score_gpt":0.2897448562368971,"score_spread":0.2756036680516839,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}